| Presentation | 2017-08-10 Predicting Intracranial Pressure through a Noninvasive Method Kenji Furihata, Tetsuya Goto, Kazuhiro Hongo, Norio Koike, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In the previous paper, as the result of our own discrimination analysis: (a) the presence of a critical intracranial pressure (ICP) value has become clear, the critical ICP is 55 cmH2O. (b) The percentage of correct answers whether is higher than the critical value or lower is 100 %. This paper investigated whether ICP can be assessed by the 25 factors selected as independent variables of the external auditory canal pressure (EACP) pulse waves. The nonlinear data modeling to discover complex relationships was analyzed by IBM SPSS neural networks (the multilayer perceptron: MLP). Above the critical ICP value, because of the small number (3) of patients, the result of the MLP with predictor categories that were present in the training set of data is that (c) the standard error of the estimate is 1.3 cmH2O in the range from 55.1 to 101.6 cmH2O. The critical ICP value or below, because of the number of patients is 37, the MLP was analyzed with the others predictor categories that were not present in the training set of a patient. The results show that (d) the standard error of the estimate is 3.0 cmH2O in the range from 0.95 to 30 cmH2O, and (e) it is 4.3 cmH2O in the range from 30.1 to 55 cmH2O. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Intracranial Pressure / External Auditory Canal Pressure Sensor / Pulse Amplitude Factors / Pulse Spectrum Factors |
| Paper # | EA2017-35 |
| Date of Issue | 2017-08-02 (EA) |
| Conference Information | |
| Committee | EA / ASJ-H |
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| Conference Date | 2017/8/9(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Tohoku Univ., R. I. E. C. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Ultra-Realistic Acoustics, Engineering/Electro Acoustics, Psychological and Physiological Acoustics, and Related Topics |
| Chair | Suehiro Shimauchi(NTT) / 平原 達也(富山県立大) |
| Vice Chair | Mitsunori Mizumachi(Kyutech) / 中川 誠司(千葉大) |
| Secretary | Mitsunori Mizumachi(Akita Pref. Univ.) / 中川 誠司(Shizuoka Inst. of Science and Tech.) |
| Assistant | TREVINO Jorge(Tohoku Univ.) / Nobutaka Ito(NTT) |
| Paper Information | |
| Registration To | Technical Committee on Engineering Acoustics / Auditory Research Meeting |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Predicting Intracranial Pressure through a Noninvasive Method |
| Sub Title (in English) | |
| Keyword(1) | Intracranial Pressure |
| Keyword(2) | External Auditory Canal Pressure Sensor |
| Keyword(3) | Pulse Amplitude Factors |
| Keyword(4) | Pulse Spectrum Factors |
| 1st Author's Name | Kenji Furihata |
| 1st Author's Affiliation | Shinshu University(Shinshu Univ.) |
| 2nd Author's Name | Tetsuya Goto |
| 2nd Author's Affiliation | Shinshu University(Shinshu Univ.) |
| 3rd Author's Name | Kazuhiro Hongo |
| 3rd Author's Affiliation | Shinshu University(Shinshu Univ.) |
| 4th Author's Name | Norio Koike |
| 4th Author's Affiliation | Ichikawa Electric Co. Ltd.(Ichikawa Ltd.) |
| Date | 2017-08-10 |
| Paper # | EA2017-35 |
| Volume (vol) | vol.117 |
| Number (no) | EA-170 |
| Page | pp.pp.47-54(EA), |
| #Pages | 8 |
| Date of Issue | 2017-08-02 (EA) |